Microsoft today announced a first preview of Project Springfield at its Ignite conference in Atlanta. The cloud-based tool aims to help developers find bugs in their applications by combining fuzz testing, an automated way of testing code by throwing semi-random input at it, with artificial intelligence tools that allow the tool to ask smarter what-if questions when it looks at potential security issues.